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Jan Ernsting 5 years ago
ran flow sklearn.svm.classes.SVC(31) on task Supervised Classification on data set blood-transfusion-service-center
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5282, f_measure: 0.7335, kappa: 0.077, kb_relative_information_score: 0.2706, mean_absolute_error: 0.2154, mean_prior_absolute_error: 0.3428, number_of_instances: 246, precision: 0.7201, predictive_accuracy: 0.7846, prior_entropy: 0.7267, recall: 0.7846, relative_absolute_error: 0.6285, root_mean_prior_squared_error: 0.4013, root_mean_squared_error: 0.4642, root_relative_squared_error: 1.1565,
Jan Ernsting 5 years ago
ran flow sklearn.pipeline.Pipeline(pca= ... earn.svm.classes.LinearSVC)(1) on task Supervised Classification on data set blood-transfusion-service-center
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6506, f_measure: 0.8124, kappa: 0.3657, kb_relative_information_score: 0.4358, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.3428, number_of_instances: 246, precision: 0.8146, predictive_accuracy: 0.8333, prior_entropy: 0.7267, recall: 0.8333, relative_absolute_error: 0.4862, root_mean_prior_squared_error: 0.4013, root_mean_squared_error: 0.4082, root_relative_squared_error: 1.0172,
Yinuo Guo 1 year ago
ran flow sklearn.pipeline.Pipeline(impu ... est.RandomForestClassifier)(2) on task Supervised Classification on data set blood-transfusion-service-center
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6513, f_measure: 0.7645, kappa: 0.2398, kb_relative_information_score: 0.0245, mean_absolute_error: 0.2903, mean_prior_absolute_error: 0.3428, weighted_recall: 0.7724, number_of_instances: 246, precision: 0.7584, predictive_accuracy: 0.7724, prior_entropy: 0.7267, relative_absolute_error: 0.847, root_mean_prior_squared_error: 0.4013, root_mean_squared_error: 0.4241, root_relative_squared_error: 1.0568, unweighted_recall: 0.6126,
Yinuo Guo 1 year ago
ran flow sklearn.pipeline.Pipeline(impu ... oosting.AdaBoostClassifier)(1) on task Supervised Classification on data set blood-transfusion-service-center
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6934, f_measure: 0.7507, kappa: 0.1925, kb_relative_information_score: -0.7778, mean_absolute_error: 0.4777, mean_prior_absolute_error: 0.3428, weighted_recall: 0.7602, number_of_instances: 246, precision: 0.7433, predictive_accuracy: 0.7602, prior_entropy: 0.7267, relative_absolute_error: 1.3936, root_mean_prior_squared_error: 0.4013, root_mean_squared_error: 0.4812, root_relative_squared_error: 1.1991, unweighted_recall: 0.5896,
Yinuo Guo 1 year ago
ran flow sklearn.pipeline.Pipeline(impu ... es.DecisionTreeClassifier)(24) on task Supervised Classification on data set blood-transfusion-service-center
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5618, f_measure: 0.7176, kappa: 0.1215, kb_relative_information_score: -0.0303, mean_absolute_error: 0.307, mean_prior_absolute_error: 0.3428, weighted_recall: 0.7154, number_of_instances: 246, precision: 0.7198, predictive_accuracy: 0.7154, prior_entropy: 0.7267, relative_absolute_error: 0.8956, root_mean_prior_squared_error: 0.4013, root_mean_squared_error: 0.5243, root_relative_squared_error: 1.3065, unweighted_recall: 0.5617,
Yinuo Guo 1 year ago
ran flow sklearn.pipeline.Pipeline(impu ... r=sklearn.svm._classes.SVC)(1) on task Supervised Classification on data set blood-transfusion-service-center
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5153, f_measure: 0.7265, kappa: 0.0468, kb_relative_information_score: 0.3257, mean_absolute_error: 0.1992, mean_prior_absolute_error: 0.3428, weighted_recall: 0.8008, number_of_instances: 246, precision: 0.7449, predictive_accuracy: 0.8008, prior_entropy: 0.7267, relative_absolute_error: 0.5811, root_mean_prior_squared_error: 0.4013, root_mean_squared_error: 0.4463, root_relative_squared_error: 1.112, unweighted_recall: 0.5153,